Leader
91%of answers name it
Leader
91%of answers name it
Most cited source
7citations
From Gemini
Where engines disagree most
One engine
This page reads Gemini only. Set Engine to All to compare them.
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 88 , range 74–95 | 91% | 73% | None | First reading | |
| 2 | | 85 , range 71–92 | 91% | 64% | None | First reading | |
| 3 | | 54 , range 42–71 | 48% | 36% | None | First reading | |
| 4 | | 43 , range 32–64 | 36% | 23% | None | First reading | |
| 5 | | 43 , range 34–60 | 55% | 5% | None | First reading | |
| – | | Too few answers | 5% | 0% | None | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Brand site | 31.8% | 1 of 4 | 3 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Community | 18.2% | 1 of 4 | 1 | Not read |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Media | 9.1% | 1 of 4 | 1 | Not read |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| which mobile operators do experts recommend in Romania | English | |
Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.